MultiCloud Classroom notes 09/Sep/2026

Aws s3 table bucket:

• it is build to store table kind of data
• it will be suppourt namespace option (database)
• we can create multiple tables in every namespace

keypoints:

• org: table bucket ==> namespace ==> tables
• data format will be cloumn, transation
• automatically managed by aws / snapshort
• you can’t put-object , insert/wirte data with query

create table bucket

aws s3tables create-table-bucket --name qt-devops-s3-table

## output
{
    "arn": "arn:aws:s3tables:us-east-1:998850986822:bucket/qt-devops-s3-table"
}

aws s3tables  create-namespace --table-bucket-arn arn:aws:s3tables:us-east-1:998850986822:bucket/qt-devops-s3-table --namespace dataproduct

## output 

{
    "tableBucketARN": "arn:aws:s3tables:us-east-1:998850986822:bucket/qt-devops-s3-table",
    "namespace": [
        "dataproduct"
    ]
}


aws s3tables create-table --table-bucket-arn arn:aws:s3tables:us-east-1:998850986822:bucket/qt-devops-s3-table --namespace dataproduct --name sample --format ICEBERG

## output
{
    "tableARN": "arn:aws:s3tables:us-east-1:998850986822:bucket/qt-devops-s3-table/table/667a5c2c-b7bd-4383-9260-aa5058a81c55",
    "versionToken": "d3900fb40cf45bcd7c35"
}

run sample commands in anthena query

Referance

aws s3api put data and get data from vector bucket i need step by step

# create file vector.json and inset below data 
{
  "id": "doc1",
  "embedding": [0.123, -0.456, 0.789]
}

put object by runing below cmd

aws s3api put-object --bucket my-vector-bucket --key data/vector.json --body vector.json

• Replace my-vector-bucket with your bucket name

• –key defines the object path inside the bucket

• –body points to your local file

Verify Upload

• List objects in the bucket to confirm your file was uploaded.

aws s3api list-objects --bucket my-vector-bucket --prefix data/

• Check that vector.json appears in the output
• Use –prefix to filter by folder

Get Data from S3 (Download Step)

Retrieve the uploaded vector file from S3 using get-object.

aws s3api get-object --bucket my-vector-bucket --key data/vector.json output.json

• Replace output.json with your desired local filename
• The file will be downloaded and saved locally
• Use /dev/stdout if you want to print contents directly